ICA |
Independent Component Analysis The input data is assumed to be a matrix. ICA decomposes the matrix and extract the components that are statistically independent each other. |
MICA |
Multimodal independent component analysis The input datasets are assumed to be two matrices sharing the column space. MICA decomposes the matrices simutanously and extracts the components that maximizes the mutual information between the components. |
MultilinearICA |
Multilinear independent component analysis The input object is assumed to be a Tensor object defined by rTensor package. In MultilinearICA, ICA function is performed in each mode of the tensor. |